Table Data - All Employees: Wholesale Trade in Harrisburg-Carlisle, PA (MSA)

Title All Employees: Wholesale Trade in Harrisburg-Carlisle, PA (MSA)
Series ID SMU42254204100000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-05-01
Last Updated 2026-06-24 10:02 AM CDT
Notes The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here.

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here.

Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator.
DATE VALUE
1990-01-01 12.5260523970653
1990-02-01 12.5763403770169
1990-03-01 12.7451676578676
1990-04-01 12.6366695463931
1990-05-01 12.6114368596488
1990-06-01 12.5535209613743
1990-07-01 12.4418224311803
1990-08-01 12.3939440678106
1990-09-01 12.4259063770104
1990-10-01 12.4556937919629
1990-11-01 12.3665933815377
1990-12-01 12.3623371984545
1991-01-01 12.4297957772684
1991-02-01 12.4847485312142
1991-03-01 12.2499177828154
1991-04-01 12.3331186735277
1991-05-01 12.2021181531910
1991-06-01 12.2469961357615
1991-07-01 12.5413339540528
1991-08-01 12.4914957622284
1991-09-01 12.4315623367308
1991-10-01 12.1609200276184
1991-11-01 12.2661597955637
1991-12-01 12.3637809727765
1992-01-01 12.5292482848239
1992-02-01 12.3892004095198
1992-03-01 12.3553749319968
1992-04-01 12.2303645980927
1992-05-01 12.1975661200808
1992-06-01 12.2378824855047
1992-07-01 12.1334358118171
1992-08-01 12.0869631509592
1992-09-01 12.1417383456901
1992-10-01 12.1763850377027
1992-11-01 12.2611360302283
1992-12-01 12.1665193327053
1993-01-01 12.1331158504291
1993-02-01 11.9890252997509
1993-03-01 12.1475354115069
1993-04-01 12.2276351170314
1993-05-01 12.2989107801906
1993-06-01 12.2221315108932
1993-07-01 12.3376220734328
1993-08-01 12.2879164869318
1993-09-01 12.2562195306243
1993-10-01 12.7908969101810
1993-11-01 12.8435506385342
1993-12-01 12.8686187328998
1994-01-01 12.8339179399206
1994-02-01 12.7879142421374
1994-03-01 12.8394058211271
1994-04-01 12.9274045246359
1994-05-01 13.0045952179098
1994-06-01 13.0116685654310
1994-07-01 12.8409522616197
1994-08-01 12.9888946142199
1994-09-01 12.9675901727241
1994-10-01 13.0105966858175
1994-11-01 12.9292755206833
1994-12-01 12.9600706187171
1995-01-01 13.0331285507933
1995-02-01 13.0780175051118
1995-03-01 13.1292467861859
1995-04-01 13.4315896518701
1995-05-01 13.4165856266026
1995-06-01 13.5022504737488
1995-07-01 13.6533267120114
1995-08-01 13.5980598393061
1995-09-01 13.6724190502405
1995-10-01 13.7197873360371
1995-11-01 13.8246184380251
1995-12-01 13.8495621485958
1996-01-01 13.9203754236773
1996-02-01 14.0617578145814
1996-03-01 14.2193136538215
1996-04-01 13.9370545161111
1996-05-01 14.1385952008193
1996-06-01 14.0082819739451
1996-07-01 14.1538132779221
1996-08-01 14.3026893024565
1996-09-01 14.2717204012433
1996-10-01 14.3328385153184
1996-11-01 14.4379319189142
1996-12-01 14.5340617546268
1997-01-01 14.3989642471151
1997-02-01 14.3452413334057
1997-03-01 14.4063534640954
1997-04-01 14.4412731858616
1997-05-01 14.5526963102525
1997-06-01 14.6180716060394
1997-07-01 14.5607937970849
1997-08-01 14.6073629206249
1997-09-01 14.6776753969236
1997-10-01 14.6404447590930
1997-11-01 14.6475140940487
1997-12-01 14.7207282325703
1998-01-01 14.5776779439914
1998-02-01 14.6423751805161
1998-03-01 14.3977680850993
1998-04-01 14.4381255173212
1998-05-01 14.4487874355567
1998-06-01 14.5290344991927
1998-07-01 14.6632322710325
1998-08-01 14.6123360694202
1998-09-01 14.7938679117826
1998-10-01 14.8486430533402
1998-11-01 14.8632619077073
1998-12-01 14.8042821370933
1999-01-01 15.0528083502472
1999-02-01 15.3410976588410
1999-03-01 15.3012798864870
1999-04-01 14.5349362102574
1999-05-01 14.4317212723166
1999-06-01 14.4392994652320
1999-07-01 14.6624121089206
1999-08-01 14.7151408932445
1999-09-01 14.7111341035582
1999-10-01 14.3504961521658
1999-11-01 14.3817085582347
1999-12-01 14.4983686011594
2000-01-01 14.6390621925403
2000-02-01 14.5384894014635
2000-03-01 14.6999330204602
2000-04-01 14.2303147328638
2000-05-01 14.3164773779076
2000-06-01 14.2456698405510
2000-07-01 14.1534749789733
2000-08-01 14.2160185021778
2000-09-01 14.1274049532057
2000-10-01 14.1526674924779
2000-11-01 14.2029444276012
2000-12-01 14.1026579548045
2001-01-01 14.0279481246802
2001-02-01 14.0291558403538
2001-03-01 14.0005118759113
2001-04-01 14.1258324075772
2001-05-01 14.0007166790343
2001-06-01 13.9548727508891
2001-07-01 13.8462506621282
2001-08-01 13.8125580637209
2001-09-01 13.7351827357240
2001-10-01 13.8550381208611
2001-11-01 13.8108463986829
2001-12-01 13.9191086518236
2002-01-01 13.8303543408939
2002-02-01 13.7163440823613
2002-03-01 13.6016468230005
2002-04-01 13.5220656683203
2002-05-01 13.5885434647440
2002-06-01 13.5608086138349
2002-07-01 13.6360728477364
2002-08-01 13.6126260728263
2002-09-01 13.6323179947235
2002-10-01 13.5586439215811
2002-11-01 13.5174979714666
2002-12-01 13.5390273971481
2003-01-01 13.4343320023159
2003-02-01 13.4976488014240
2003-03-01 13.5069431270805
2003-04-01 13.4208627408633
2003-05-01 13.4829574898099
2003-06-01 13.5701111372771
2003-07-01 13.5204436852277
2003-08-01 13.5115899734124
2003-09-01 13.5141972083343
2003-10-01 13.5692505086810
2003-11-01 13.5208399728411
2003-12-01 13.5637476045428
2004-01-01 13.6500803116592
2004-02-01 13.6816044048839
2004-03-01 13.7989174950671
2004-04-01 13.7176352821119
2004-05-01 13.4843580957165
2004-06-01 13.5731530867032
2004-07-01 13.6028396531522
2004-08-01 13.6111639622343
2004-09-01 13.5992584720610
2004-10-01 13.5841048322591
2004-11-01 13.6276200576749
2004-12-01 13.5850423845316
2005-01-01 13.6622495505724
2005-02-01 13.6726500606594
2005-03-01 13.6874427524655
2005-04-01 13.7088163351870
2005-05-01 13.7830375342286
2005-06-01 13.7738262445951
2005-07-01 13.8926783730564
2005-08-01 13.9110603769360
2005-09-01 13.9900616993437
2005-10-01 13.9998719595636
2005-11-01 14.0259186006383
2005-12-01 14.0010180078083
2006-01-01 13.9775349683466
2006-02-01 13.9692201802290
2006-03-01 13.9767229861445
2006-04-01 13.9994682005979
2006-05-01 13.9797449363233
2006-06-01 13.9686679670991
2006-07-01 13.8867518492376
2006-08-01 13.9148282249833
2006-09-01 13.8926372401343
2006-10-01 13.8055236956854
2006-11-01 13.8245580024678
2006-12-01 13.7040980179823
2007-01-01 13.7901561103367
2007-02-01 13.7712654130618
2007-03-01 13.7738780416243
2007-04-01 13.6913253896387
2007-05-01 13.6782135930134
2007-06-01 13.7587628519452
2007-07-01 13.6858381797392
2007-08-01 13.6151445944836
2007-09-01 13.5959979604346
2007-10-01 13.6084797229917
2007-11-01 13.6231119113245
2007-12-01 13.7030952058346
2008-01-01 13.7018497256316
2008-02-01 13.7762725372543
2008-03-01 13.8719467266255
2008-04-01 13.7876009862742
2008-05-01 13.7764135276264
2008-06-01 13.6448298349971
2008-07-01 13.7868643890231
2008-08-01 13.7140791133206
2008-09-01 13.7043815704169
2008-10-01 13.4034229279351
2008-11-01 13.2278739684525
2008-12-01 13.1032124770701
2009-01-01 12.8113468792129
2009-02-01 12.5780187395386
2009-03-01 12.4716692723198
2009-04-01 12.3850449963551
2009-05-01 12.2710395686190
2009-06-01 12.1311538502939
2009-07-01 11.9944063604746
2009-08-01 12.0116029098888
2009-09-01 11.9066404768951
2009-10-01 11.9001043559472
2009-11-01 11.9338148094156
2009-12-01 11.8127228577792
2010-01-01 11.7106887394357
2010-02-01 11.6771398353561
2010-03-01 11.6696067181398
2010-04-01 11.6885995797904
2010-05-01 11.6603791632198
2010-06-01 11.7243848131630
2010-07-01 11.7035605004075
2010-08-01 11.7086738288235
2010-09-01 11.7072215940203
2010-10-01 11.6971813037771
2010-11-01 11.7394007576686
2010-12-01 11.7228860087137
2011-01-01 11.7048725265478
2011-02-01 11.6732478702741
2011-03-01 11.6671848929843
2011-04-01 11.6954346248553
2011-05-01 11.6562310443405
2011-06-01 11.6188030716586
2011-07-01 11.6133739403151
2011-08-01 11.6050294110860
2011-09-01 11.4998587714737
2011-10-01 11.6014627244468
2011-11-01 11.5441783436009
2011-12-01 11.5365566765099
2012-01-01 11.4877383059398
2012-02-01 11.5667051644017
2012-03-01 11.5617866589199
2012-04-01 11.5041680913323
2012-05-01 11.5579842514345
2012-06-01 11.5208361899706
2012-07-01 11.4219528305841
2012-08-01 11.4053219768872
2012-09-01 11.3951410132868
2012-10-01 11.3016389697471
2012-11-01 11.2432521898425
2012-12-01 11.2416519983955
2013-01-01 11.2707517351426
2013-02-01 11.2595186096641
2013-03-01 11.2624814052535
2013-04-01 11.2100779159771
2013-05-01 11.2670425499809
2013-06-01 11.2310109679065
2013-07-01 11.2235362185661
2013-08-01 11.2119262134793
2013-09-01 11.1867310404168
2013-10-01 11.2007513551689
2013-11-01 11.2366787595470
2013-12-01 11.1406345590944
2014-01-01 11.2483315335434
2014-02-01 11.2608192917407
2014-03-01 11.2643957093529
2014-04-01 11.3141784587740
2014-05-01 11.2793924294784
2014-06-01 11.2455701860505
2014-07-01 11.5258375781003
2014-08-01 11.6210411753049
2014-09-01 11.6858267121635
2014-10-01 11.6909918565071
2014-11-01 11.7200674613431
2014-12-01 11.7283187616525
2015-01-01 11.9356394042124
2015-02-01 11.8664784887492
2015-03-01 11.8708606368635
2015-04-01 11.8174239482910
2015-05-01 11.7995995679230
2015-06-01 11.7572269135044
2015-07-01 11.6228837155754
2015-08-01 11.6274393315126
2015-09-01 11.5854359686843
2015-10-01 11.5777794815737
2015-11-01 11.6037486472838
2015-12-01 11.5173203507936
2016-01-01 11.4269033251130
2016-02-01 11.2729993505564
2016-03-01 11.3796988733769
2016-04-01 11.5250412469844
2016-05-01 11.5128164596298
2016-06-01 11.4643371657792
2016-07-01 11.6223524322940
2016-08-01 11.5287162855882
2016-09-01 11.5884372833499
2016-10-01 11.5607976499781
2016-11-01 11.5861694322148
2016-12-01 11.6040053756195
2017-01-01 11.6328746419466
2017-02-01 11.4778453416297
2017-03-01 11.5956074362772
2017-04-01 11.5344565728134
2017-05-01 11.5226701183530
2017-06-01 11.5666518828219
2017-07-01 11.5169476397267
2017-08-01 11.4215348172416
2017-09-01 11.5834627559031
2017-10-01 11.6503097704968
2017-11-01 11.6782304201560
2017-12-01 11.6985805056961
2018-01-01 11.6393613408741
2018-02-01 11.7818285816903
2018-03-01 11.8075051032245
2018-04-01 11.7461703656248
2018-05-01 11.7224629332873
2018-06-01 11.7668047915221
2018-07-01 11.7180338550109
2018-08-01 11.7115124528597
2018-09-01 11.6809802397023
2018-10-01 11.7419643722338
2018-11-01 11.5706682895732
2018-12-01 11.6939422807086
2019-01-01 11.7504471739777
2019-02-01 11.7839163001439
2019-03-01 11.7142807011745
2019-04-01 11.7529114343158
2019-05-01 11.8240681907643
2019-06-01 11.7674094258449
2019-07-01 11.8202140927965
2019-08-01 11.8009308119577
2019-09-01 11.7762710081611
2019-10-01 11.7374789209802
2019-11-01 11.7721236458801
2019-12-01 11.8007525621299
2020-01-01 11.7532780372085
2020-02-01 11.7797650998367
2020-03-01 11.8099489262115
2020-04-01 10.2559164130980
2020-05-01 10.4155445887748
2020-06-01 10.6713244131256
2020-07-01 10.8309105353849
2020-08-01 10.8017107124915
2020-09-01 10.8756564838636
2020-10-01 10.8384768243180
2020-11-01 10.8732952348591
2020-12-01 10.9033403204728
2021-01-01 10.8528633804632
2021-02-01 10.9736374681835
2021-03-01 10.9974446492663
2021-04-01 11.0514303978909
2021-05-01 11.1095459955245
2021-06-01 11.0768339425441
2021-07-01 11.1422430370481
2021-08-01 11.2136462410809
2021-09-01 11.2756421821851
2021-10-01 11.4414488654702
2021-11-01 11.5786068222984
2021-12-01 11.6084559813458
2022-01-01 11.6472064356639
2022-02-01 11.6648054271242
2022-03-01 11.7739170536050
2022-04-01 11.8420871423272
2022-05-01 11.8981597575473
2022-06-01 11.9862998445600
2022-07-01 12.0604162930687
2022-08-01 12.1369940868220
2022-09-01 12.1821917286589
2022-10-01 12.2392378180404
2022-11-01 12.2810678205916
2022-12-01 12.3070254260244
2023-01-01 12.4466584474383
2023-02-01 12.5538933578885
2023-03-01 12.5496472058569
2023-04-01 12.5300206809762
2023-05-01 12.4943985069707
2023-06-01 12.6919520808406
2023-07-01 12.5757199921939
2023-08-01 12.5583854158095
2023-09-01 12.5903170418285
2023-10-01 12.5350278419403
2023-11-01 12.5848431930814
2023-12-01 12.6077079339767
2024-01-01 12.6474360008128
2024-02-01 12.6414417173927
2024-03-01 12.6336124548238
2024-04-01 12.5181977762903
2024-05-01 12.5868160815049
2024-06-01 12.5985702779329
2024-07-01 12.4864043033921
2024-08-01 12.5760727157889
2024-09-01 12.5968773276748
2024-10-01 12.6338752826418
2024-11-01 12.6861136363293
2024-12-01 12.6018815816185
2025-01-01 12.5513414514058
2025-02-01 12.5341095506328
2025-03-01 12.5282364952681
2025-04-01 12.5082196608205
2025-05-01 12.4866094061355
2025-06-01 12.4000823674976
2025-07-01 12.3908802063956
2025-08-01 12.3835254758683
2025-09-01 12.3990292393638
2025-10-01 12.4337090410436
2025-11-01 12.3871231243401
2025-12-01 12.3976318672171
2026-01-01 12.3567649598438
2026-02-01 12.4321959628241
2026-03-01 12.4283037168669
2026-04-01 12.5000509587444
2026-05-01 12.4827179856948

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